Edit Profile (opens in new tab) Consonni, Guido Co-Author Distance Author ID: consonni.guido Published as: Consonni, Guido; Consonni, G. External Links: ORCID Documents Indexed: 45 Publications since 1981, including 2 Additional arXiv Preprints 1 Further Contribution Co-Authors: 44 Co-Authors with 45 Joint Publications 923 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Veronese, Piero 8 La Rocca, Luca 5 Castelletti, Federico 5 Peluso, Stefano 3 Fouskakis, Dimitris 2 Dawid, Alexander Philip 2 Dellaportas, Petros 2 Gutiérrez-Peña, Eduardo 2 Liseo, Brunero 2 Massam, Helene M. 2 Paroli, Roberta 1 Altomare, Davide 1 Berti, Patrizia 1 Bottolo, Leonardo 1 Casella, George 1 Coad, D. Stephen 1 Deldossi, Laura 1 Delgado-Gómez, D. 1 Della Vedova, Marco L. 1 Di Scala, Lilla 1 Dobra, Adrian 1 Forster, Jonathan J. 1 García-Donato, Gonzalo 1 Ghosh, Jayanta Kumar 1 Giummolè, Federica 1 Guindani, Michele 1 Hansen, Derek J. 1 Iacopini, Matteo 1 Jara, Alejandro 1 Jermyn, Ian H. 1 Kypraios, Theodore 1 Lan, Zhou 1 Lee, Juhee 1 Leisen, Fabrizio 1 Leucari, Valentina 1 Lijoi, Antonio 1 Liverani, Silvia 1 Llorente, Fernando Rodriguez 1 Louzada, Francisco 1 Lupparelli, Monia 1 MacEachern, Steven N. 1 Marin, Jean-Michel 1 Martino, Luca 1 Maruri-Aguilar, Hugo 1 Mohammadi, Abdolreza 1 Ntzoufras, Ioannis 1 O’Hagan, Anthony 1 Paci, Lucia 1 Pericchi, Luis Raul 1 Petrakis, Nikolaos 1 Pistone, Giovanni 1 Pratelli, Luca 1 Ramos, Eduardo 1 Ramos, Pedro Luiz 1 Ravazzolo, Francesco 1 Rigo, Pietro 1 Rodríguez, Abel 1 Rossini, Luca 1 Roverato, Alberto 1 Rubio, Francisco Javier 1 Scarsini, Marco 1 Shestopaloff, Alexander Y. 1 Steel, Mark F. J. 1 Tarantola, Claudia 1 Trangucci, Rob 1 Ventura, Laura 1 Verde, Pablo Emilio 1 Villa, Cristiano 1 Walker, Stephen Grahm 1 Wit, Ernst C. all top 5 Serials 5 Bayesian Analysis 3 Scandinavian Journal of Statistics 3 Journal of the American Statistical Association 3 Statistical Science 3 Test 2 Biometrics 2 Biometrika 2 Journal of Multivariate Analysis 2 Journal of Statistical Planning and Inference 2 Computational Statistics and Data Analysis 1 Psychometrika 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Statistics 1 Statistica 1 Statistica Neerlandica 1 Rivista di Matematica per le Scienze Economiche e Sociali 1 Communications in Statistics. Theory and Methods 1 Linear Algebra and its Applications 1 Statistica Sinica 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Extremes 1 Statistical Methods and Applications 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics all top 5 Fields 44 Statistics (62-XX) 6 Combinatorics (05-XX) 2 Probability theory and stochastic processes (60-XX) 2 Operations research, mathematical programming (90-XX) 1 Commutative algebra (13-XX) 1 Nonassociative rings and algebras (17-XX) 1 Group theory and generalizations (20-XX) 1 Numerical analysis (65-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 36 Publications have been cited 258 times in 185 Documents Cited by ▼ Year ▼ Prior distributions for objective Bayesian analysis. Zbl 1407.62073 Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 31 2018 Compatibility of prior specifications across linear models. Zbl 1329.62331 Consonni, Guido; Veronese, Piero 25 2008 Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. Zbl 1274.62709 Altomare, Davide; Consonni, Guido; La Rocca, Luca 18 2013 Objective Bayes covariate-adjusted sparse graphical model selection. Zbl 06774144 Consonni, Guido; La Rocca, Luca; Peluso, Stefano 17 2017 Conjugate priors for exponential families having quadratic variance functions. Zbl 0764.62027 Consonni, Guido; Veronese, Piero 16 1992 A Bayesian method for combining results from several binomial experiments. Zbl 0847.62018 Consonni, Guido; Veronese, Piero 14 1995 Mean-field variational approximate Bayesian inference for latent variable models. Zbl 1247.62085 Consonni, Guido; Marin, Jean-Michel 14 2007 Enriched conjugate and reference priors for the Wishart family on symmetric cones. Zbl 1046.62054 Consonni, Guido; Veronese, Piero 12 2003 Conditionally reducible natural exponential families and enriched conjugate priors. Zbl 0973.62011 Consonni, Guido; Veronese, Piero 10 2001 Objective Bayes factors for Gaussian directed acyclic graphical models. Zbl 1253.62015 Consonni, Guido; La Rocca, Luca 10 2012 Reference priors for exponential families with simple quadratic variance function. Zbl 1032.62021 Consonni, Guido; Veronese, Piero; Gutiérrez-Peña, Eduardo 9 2004 Compatible prior distributions for directed acyclic graph models. Zbl 1062.62050 Roverato, Alberto; Consonni, Guido 9 2004 Bayesian analysis of extreme values by mixture modelling. Zbl 1053.62061 Bottolo, Leonardo; Consonni, Guido; Dellaportas, Petros; Lijoi, Antonio 9 2003 The whetstone and the alum block: balanced objective Bayesian comparison of nested models for discrete data. Zbl 1331.62131 Consonni, Guido; Forster, Jonathan J.; La Rocca, Luca 8 2013 Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435 Castelletti, Federico; Consonni, Guido 6 2019 Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189 Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano 6 2018 Bayesian clustering for row effects models. Zbl 1134.62038 Tarantola, Claudia; Consonni, Guido; Dellaportas, Petros 5 2008 Tests based on intrinsic priors for the equality of two correlated proportions. Zbl 1205.62024 Consonni, Guido; La Rocca, Luca 5 2008 Compatible priors for model selection of high-dimensional Gaussian DAGs. Zbl 1455.62062 Peluso, Stefano; Consonni, Guido 4 2020 Algebraic Bayesian analysis of contingency tables with possibly zero-probability cells. Zbl 1132.62046 Consonni, Guido; Pistone, Giovanni 3 2007 Compatible priors for Bayesian model comparison with an application to the Hardy-Weinberg equilibrium model. Zbl 1367.62066 Consonni, Guido; Gutiérrez-Peña, Eduardo; Veronese, Piero 3 2008 Reference priors for discrete graphical models. Zbl 1152.62322 Consonni, Guido; Leucari, Valentina 3 2006 Objective Bayesian comparison of constrained analysis of variance models. Zbl 1402.62040 Consonni, Guido; Paroli, Roberta 3 2017 Bayesian inference of causal effects from observational data in Gaussian graphical models. Zbl 1520.62149 Castelletti, Federico; Consonni, Guido 3 2021 Invariant normal Bayesian linear models and experimental designs. Zbl 0671.62034 Consonni, G.; Dawid, A. P. 2 1985 Decomposition and Bayesian analysis of invariant normal linear models. Zbl 0591.62002 Consonni, G.; Dawid, A. P. 2 1985 Unbiased Bayes estimates and improper priors. Zbl 0777.62031 Consonni, Guido; Veronese, Piero 2 1993 On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005 Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G. 2 2020 Structural learning of contemporaneous dependencies in graphical VAR models. Zbl 1504.62131 Paci, Lucia; Consonni, Guido 2 2020 Some remarks on the use of improper priors for the analysis of exponential regression models. Zbl 0663.62042 Consonni, Guido; Veronese, Piero 1 1989 Impostazione Bayesiana di un problema di analisi discriminatoria nell’ambito di un modello non parametrico. Zbl 0514.62066 Consonni, Guido 1 1981 Parametrizations and reference priors for multinomial decomposable graphical models. Zbl 1236.62011 Consonni, Guido; Massam, Hélène 1 2012 A Bayesian hierarchical model for the evaluation of a website. Zbl 1046.62024 Di Scala, L.; La Rocca, L.; Consonni, G. 1 2004 A note on coherent invariant distributions as non-informative priors for exponential and location-scale families. Zbl 0696.62004 Consonni, Guido; Veronese, Piero 1 1989 Objective Bayesian model discrimination in follow-up experimental designs. Zbl 06833255 Consonni, Guido; Deldossi, Laura 1 2016 Comment: “Gibbs sampling, exponential families and orthogonal polynomials”. Zbl 1327.62056 Berti, Patrizia; Consonni, Guido; Pratelli, Luca; Rigo, Pietro 1 2008 Bayesian inference of causal effects from observational data in Gaussian graphical models. Zbl 1520.62149 Castelletti, Federico; Consonni, Guido 3 2021 Compatible priors for model selection of high-dimensional Gaussian DAGs. Zbl 1455.62062 Peluso, Stefano; Consonni, Guido 4 2020 On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005 Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G. 2 2020 Structural learning of contemporaneous dependencies in graphical VAR models. Zbl 1504.62131 Paci, Lucia; Consonni, Guido 2 2020 Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435 Castelletti, Federico; Consonni, Guido 6 2019 Prior distributions for objective Bayesian analysis. Zbl 1407.62073 Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 31 2018 Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189 Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano 6 2018 Objective Bayes covariate-adjusted sparse graphical model selection. Zbl 06774144 Consonni, Guido; La Rocca, Luca; Peluso, Stefano 17 2017 Objective Bayesian comparison of constrained analysis of variance models. Zbl 1402.62040 Consonni, Guido; Paroli, Roberta 3 2017 Objective Bayesian model discrimination in follow-up experimental designs. Zbl 06833255 Consonni, Guido; Deldossi, Laura 1 2016 Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. Zbl 1274.62709 Altomare, Davide; Consonni, Guido; La Rocca, Luca 18 2013 The whetstone and the alum block: balanced objective Bayesian comparison of nested models for discrete data. Zbl 1331.62131 Consonni, Guido; Forster, Jonathan J.; La Rocca, Luca 8 2013 Objective Bayes factors for Gaussian directed acyclic graphical models. Zbl 1253.62015 Consonni, Guido; La Rocca, Luca 10 2012 Parametrizations and reference priors for multinomial decomposable graphical models. Zbl 1236.62011 Consonni, Guido; Massam, Hélène 1 2012 Compatibility of prior specifications across linear models. Zbl 1329.62331 Consonni, Guido; Veronese, Piero 25 2008 Bayesian clustering for row effects models. Zbl 1134.62038 Tarantola, Claudia; Consonni, Guido; Dellaportas, Petros 5 2008 Tests based on intrinsic priors for the equality of two correlated proportions. Zbl 1205.62024 Consonni, Guido; La Rocca, Luca 5 2008 Compatible priors for Bayesian model comparison with an application to the Hardy-Weinberg equilibrium model. Zbl 1367.62066 Consonni, Guido; Gutiérrez-Peña, Eduardo; Veronese, Piero 3 2008 Comment: “Gibbs sampling, exponential families and orthogonal polynomials”. Zbl 1327.62056 Berti, Patrizia; Consonni, Guido; Pratelli, Luca; Rigo, Pietro 1 2008 Mean-field variational approximate Bayesian inference for latent variable models. Zbl 1247.62085 Consonni, Guido; Marin, Jean-Michel 14 2007 Algebraic Bayesian analysis of contingency tables with possibly zero-probability cells. Zbl 1132.62046 Consonni, Guido; Pistone, Giovanni 3 2007 Reference priors for discrete graphical models. Zbl 1152.62322 Consonni, Guido; Leucari, Valentina 3 2006 Reference priors for exponential families with simple quadratic variance function. Zbl 1032.62021 Consonni, Guido; Veronese, Piero; Gutiérrez-Peña, Eduardo 9 2004 Compatible prior distributions for directed acyclic graph models. Zbl 1062.62050 Roverato, Alberto; Consonni, Guido 9 2004 A Bayesian hierarchical model for the evaluation of a website. Zbl 1046.62024 Di Scala, L.; La Rocca, L.; Consonni, G. 1 2004 Enriched conjugate and reference priors for the Wishart family on symmetric cones. Zbl 1046.62054 Consonni, Guido; Veronese, Piero 12 2003 Bayesian analysis of extreme values by mixture modelling. Zbl 1053.62061 Bottolo, Leonardo; Consonni, Guido; Dellaportas, Petros; Lijoi, Antonio 9 2003 Conditionally reducible natural exponential families and enriched conjugate priors. Zbl 0973.62011 Consonni, Guido; Veronese, Piero 10 2001 A Bayesian method for combining results from several binomial experiments. Zbl 0847.62018 Consonni, Guido; Veronese, Piero 14 1995 Unbiased Bayes estimates and improper priors. Zbl 0777.62031 Consonni, Guido; Veronese, Piero 2 1993 Conjugate priors for exponential families having quadratic variance functions. Zbl 0764.62027 Consonni, Guido; Veronese, Piero 16 1992 Some remarks on the use of improper priors for the analysis of exponential regression models. Zbl 0663.62042 Consonni, Guido; Veronese, Piero 1 1989 A note on coherent invariant distributions as non-informative priors for exponential and location-scale families. Zbl 0696.62004 Consonni, Guido; Veronese, Piero 1 1989 Invariant normal Bayesian linear models and experimental designs. Zbl 0671.62034 Consonni, G.; Dawid, A. P. 2 1985 Decomposition and Bayesian analysis of invariant normal linear models. Zbl 0591.62002 Consonni, G.; Dawid, A. P. 2 1985 Impostazione Bayesiana di un problema di analisi discriminatoria nell’ambito di un modello non parametrico. Zbl 0514.62066 Consonni, Guido 1 1981 all cited Publications top 5 cited Publications all top 5 Cited by 314 Authors 24 Consonni, Guido 12 Ntzoufras, Ioannis 11 Fouskakis, Dimitris 8 Castelletti, Federico 8 Veronese, Piero 7 Khare, Kshitij 6 Baladandayuthapani, Veerabhadran 6 Stingo, Francesco Claudio 5 Ni, Yang 5 Peluso, Stefano 5 Wagenmakers, Eric-Jan 4 La Rocca, Luca 4 Massam, Helene M. 3 Cao, Xuan 3 Corander, Jukka 3 Diaconis, Persi Warren 3 Durante, Daniele 3 Fowlie, Andrew 3 Gutiérrez-Peña, Eduardo 3 Kokonendji, Célestin Clotaire 3 Konno, Yoshihiko 3 Ly, Alexander 3 Martín, Jacinto 3 Melilli, Eugenio 3 Pérez, Carlos Javier 3 Robert, Christian P. 3 Rubio, Francisco Javier 3 Rufo, María Jesús 3 Saloff-Coste, Laurent 3 Sun, Dongchu 3 Tarantola, Claudia 3 Tawn, Jonathan A. 3 Villa, Cristiano 3 Walker, Stephen Grahm 2 Casella, George 2 Dawid, Alexander Philip 2 Dobra, Adrian 2 Draper, Norman R. 2 Dunson, David Brian 2 Fasano, Augusto 2 Ferreira, Marco A. R. 2 Forster, Jonathan J. 2 García-Donato, Gonzalo 2 Ghosh, Malay 2 Girón González-Torre, Francisco Javier 2 Giudici, Paolo 2 Hassairi, Abdelhamid 2 Klugkist, Irene 2 Komaki, Fumiyasu 2 Leisen, Fabrizio 2 Liseo, Brunero 2 Louzada, Francisco 2 Marin, Jean-Michel 2 Marsman, Maarten 2 Mezzetti, Maura 2 Michailidis, George C. 2 Moreno, Elías 2 Mulder, Joris 2 Nandram, Balgobin 2 Ohnishi, Toshio 2 Ormerod, John T. 2 Paci, Lucia 2 Paroli, Roberta 2 Pensar, Johan 2 Perrakis, Konstantinos 2 Petrone, Sonia 2 Rajaratnam, Bala 2 Ramos, Eduardo 2 Ramos, Pedro Luiz 2 Rohrbeck, Christian 2 Vannucci, Marina 2 Wand, Matthew P. 2 Yanagimoto, Takemi 1 Aliverti, Emanuele 1 Altomare, Davide 1 Anceschi, Niccolo 1 Annis, David H. 1 Argiento, Raffaele 1 Armagan, Artin 1 Arshad, Hasan 1 Asgharian, Masoud 1 Bailey, Rosemary A. 1 Baker, Ruth Elizabeth 1 Barrientos, Andrés Felipe 1 Barry, Daniel 1 Berger, James Orvis 1 Bernardo, Jose-Miguel 1 Berti, Patrizia 1 Bhadra, Dhiman 1 Bhatta, Dilli 1 Bhattacharya, Abhishek 1 Bhattacharya, Anirban 1 Bielza, Concha 1 Booth, James G. 1 Borroni, Claudio Giovanni 1 Bratcher, Tom L. 1 Cabras, Stefano 1 Cao, Jian 1 Carulla, Juan 1 Carvalho, Carlos Marinho ...and 214 more Authors all top 5 Cited in 57 Serials 19 Computational Statistics and Data Analysis 14 Bayesian Analysis 12 Statistical Science 11 Journal of Multivariate Analysis 10 The Annals of Statistics 9 Journal of Statistical Planning and Inference 9 Communications in Statistics. Theory and Methods 7 Test 6 Statistical Methods and Applications 5 Biometrics 4 Journal of the American Statistical Association 4 Statistics & Probability Letters 4 Statistics and Computing 3 Psychometrika 3 Scandinavian Journal of Statistics 3 Journal of Mathematical Psychology 3 Computational Statistics 3 Extremes 3 Electronic Journal of Statistics 3 The Annals of Applied Statistics 3 Journal of Computational and Graphical Statistics 3 Statistical Theory and Related Fields 2 International Statistical Review 2 Metron 2 Journal of Statistical Computation and Simulation 2 Linear Algebra and its Applications 2 Bernoulli 2 Statistical Modelling 2 Journal of Statistical Theory and Practice 2 Sankhyā. Series A 1 The American Statistician 1 Archive for History of Exact Sciences 1 The Canadian Journal of Statistics 1 International Journal of Theoretical Physics 1 Bulletin of Mathematical Biology 1 Annals of the Institute of Statistical Mathematics 1 Biometrical Journal 1 Statistica Neerlandica 1 Journal of Classification 1 Statistics 1 International Journal of Approximate Reasoning 1 Statistical Papers 1 Statistica Sinica 1 Journal of Nonparametric Statistics 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Acta Mathematica Sinica. English Series 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methodology 1 Journal of the Italian Statistical Society 1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM 1 Sankhyā. Series B 1 Statistics in Medicine 1 Journal de la Société Française de Statistique all top 5 Cited in 19 Fields 180 Statistics (62-XX) 17 Probability theory and stochastic processes (60-XX) 13 Numerical analysis (65-XX) 10 Combinatorics (05-XX) 6 Biology and other natural sciences (92-XX) 2 Nonassociative rings and algebras (17-XX) 2 Group theory and generalizations (20-XX) 2 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Functions of a complex variable (30-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Differential geometry (53-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year